AI Engineer // 2026

I'm Hersi.

Software Engineer & AI Architect

Agentic DesignGraphRAGCognitive Modeling

I’m Yussuf (@HersiYussuf) — building systems that use AI to solve complex problems and improve workflows.

Software engineer focused on **AI Engineering**. I build platforms that use GraphRAG, multi-agent systems, and long-context windows to handle large-scale data.

SYSTEM_METRICS

Real-time Stats

CONNECTED

Active Projects

04

Graph Nodes

52.4K

Status

Active

Uptime

99.9%

Intelligence Infrastructure

Benchmarking performance across agentic clusters.

50K+
Graph Nodes

Knowledge structure in Neo4j

<2s
Reasoning Latency

Optimized agentic loops

94%
Retrieval Precision

Hybrid GraphRAG accuracy

100K+
Tokens handled/sec

Large context window mastery

Knowledge_Pillars

Cognitive Domains

Deep dives into the systems and protocols that underpin the AI frontier.

AI Engineering & Agents

Building autonomous reasoning loops and agentic systems that solve complex problems without constant human intervention.

Agentic reasoning loops
Long-context window mastery
Multi-agent orchestration
Self-correction patterns

Hybrid Retrieval (GraphRAG)

Moving beyond flat vector search. Combining Neo4j graphs with Vertex AI embeddings for concept-aware retrieval.

GraphRAG implementation
Knowledge Graph synthesis
Vector + Graph fusion
Metadata-aware reranking

Architectural Intelligence

How to pivot from Software Architect to Intelligence Orchestrator. Designing for non-deterministic systems.

Cognitive modeling
Learning DNA profiling
Deterministic vs Probabilistic flows
AI cost optimization

Intelligence Ops

Tools and workflows for the modern AI Engineer. Monitoring, telemetry, and debugging reasoning traces.

Tracing LLM reasoning
Semantic telemetry
Evaluation frameworks
Vertex AI workflows

The AI Pivot

Navigating the transition from traditional engineering to the AI frontier in 2026. Practical strategy, no hype.

AI career roadmap
First-principles AI
Building in public (AI edition)
Product engineering in 2026
System_Portfolio

Engineered Alpha

High-impact systems at the intersection of Agentic AI and Production Engineering.

ContextBytes

A production-grade AI Cognitive Architect that transforms passive content into active mastery using hybrid GraphRAG and agentic reasoning loops.

Gemini 1.5 ProNeo4jVertex AIPython

intelligence

GraphRAG

latency

<2s

NextDeploy

Engineered a vendor-independent deployment engine for Next.js applications using Go and Docker. Focus on performance and zero-config scaling.

GoNext.jsDockerPostgreSQL

throughput

10k+

availability

99.9%

Aftahan NLP

Linguistic engine for Somali language processing, enabling deep localization in LLMs via specialized tokenization and embedding strategies.

PythonPyTorchFastAPINLP

accuracy

94%

vocab

50K+